From 60f71a85e77161f1d6db3f07202fc36c954dd4c5 Mon Sep 17 00:00:00 2001 From: Marcel Weschke Date: Mon, 29 Jan 2024 12:09:41 +0100 Subject: [PATCH] Update README.md --- README.md | 30 ++++++++++-------------------- 1 file changed, 10 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index b0cac15..9b889b5 100644 --- a/README.md +++ b/README.md @@ -1,28 +1,18 @@ -# Introduction -This project contains "Machine Learning for Economics and Finance" related material. +# Overview +This project contains: +- Machine Learning for Economics and Finance material. +- Empirical seminar project: "Empirisches Seminar zu aktuellen wirtschaftspolitischen Fragestellungen" + - Regionale Unterschiede in der Mietpreisentwicklung + - Anwendung einer "Multilinearen Regression" +- Empirical seminar project: "Ëmpirische Stadt- und Immobilienökonomik" + - Unglückliche Städte? Zu den möglichen regionalen Unterschieden der Lebenszufriedenheit + - Anwendung einer "Multinomialen logistischen Regression"" +- ... **Git clone**:
`git clone https://gitea.weseng.de/mwio/econometrics-and-machine-learning.git` -# Section outline - -- Supervised Learning: Regressions - - Linear Regression - - Multilinear Regression -- Supervised Learning: Classification - - Logistic Regression -- Cross Validation - - K-fold Cross-validation -- Subset Selection & Shrinkage - - Lasso Regression, Ridge Regression -- Tree-Based Methods - - Classification Trees - - Bagging, Boosting - - Random Forest -- Deep Learnin - - Neural Networks -